M4.10 Master Structure-Aware Chunking in RAG: Markdown, HTML, JSON, Python Explained Practically скачать в хорошем качестве

M4.10 Master Structure-Aware Chunking in RAG: Markdown, HTML, JSON, Python Explained Practically

🚀 Unlock the Power of Structure-Aware Chunking in RAG and Build Smarter Agentic AI Systems! If you want to drastically improve retrieval precision and LLM understanding in your AI applications, this tutorial is for you! In Module 4.10 of our course Agentic AI: Building Autonomous Systems for Real-World Impact, we dive deep into Structure-Aware Chunking — one of the most advanced and accurate chunking strategies used in RAG (Retrieval-Augmented Generation) systems. In this practical hands-on session, you’ll learn how to break down and index structured documents such as Markdown, HTML, JSON, and Python code for superior context retrieval using real datasets. Say goodbye to messy text splits and hallucinated responses! 🔍 What You’ll Learn in This Video ✔ What is Structure-Aware Chunking? ✔ Why document structure matters for high-accuracy RAG ✔ Practical coding examples for: • Structure-aware Markdown chunking • Structure-aware HTML chunking • JSON structure chunking • Structure-aware Python code chunking ✔ How to use structured splits to boost RAG performance ✔ Best practices for building production-ready Agentic AI systems ▶ [Last Video] M4.9 Master Chunking in RAG: Recursive Chunking Explained Practically:    • M4.9 Master Chunking in RAG: Recursive Chu...   📄 [Project Code & Resources] https://indianaiproduction.com/agenti... 📺 [Course Playlist] Agentic AI Full Course: Build Autonomous AI Agents & Real-World Systems:    • Agentic AI Full Course: Build Autonomous A...   📚 [Course Playlist] LLM & GenAI with LangChain Tutorial:    • LLM & GenAI with LangChain Tutorial in Hin...   -------------------------------------------Course Playlists------------------------------------------- Machine Learning & Data Science - Beginner to Professional Hands-on Python Course in Hindi:    • Machine Learning Tutorial using Python in ...   Python NumPy Tutorial in Hindi:    • Python NumPy Tutorial in Hindi 2023   Python Pandas Tutorial in Hindi    • Python Pandas Tutorial in Hindi 2023   Python Matplotlib Tutorial in Hindi:    • Python Matplotlib Tutorial in Hindi 2023   Python Seaborn Tutorial in Hindi:    • Python Seaborn Tutorial in Hindi 2023   OpenCV Tutorial Playlist:    • Introduction of OpenCV Tutorial in Python ...   Deep Learning Project End to End in Hindi :    • Deep Learning Project End to End in Hindi ...   Machine Learning Project in Hindi:    • Machine Learning Projects 2023   …………………………………………………………………………………………………………………… For more information: Contact Us: ========= -Website: https://www.indianaiproduction.com -Facebook:   / indianaiproduction   -Instagram:   / indianaiproduction   -LinkedIn:   / indianaiproduction   -Telegram: https://t.me/IndianAIProduction -Twitter:   / indianaiproduct   …………………………………………………………………………………………………………………… #agenticai #aiagent #llm #genai #machineLearning #dataScience #IndianAIProduction